| Powershap: A power-full shapley feature selection method J Verhaeghe, J Van Der Donckt, F Ongenae, S Van Hoecke Joint European conference on machine learning and knowledge discovery in …, 2022 | 15 | 2022 |
| Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients J Verhaeghe, SAM Dhaese, T De Corte, D Vander Mijnsbrugge, ... BMC Medical Informatics and Decision Making 22 (1), 224, 2022 | 8 | 2022 |
| Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients J Verhaeghe, T De Corte, CM Sauer, T Hendriks, OWM Thijssens, ... International Journal of Medical Informatics 175, 105086, 2023 | 6 | 2023 |
| Conformal Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects J Jonkers, J Verhaeghe, G Van Wallendael, L Duchateau, S Van Hoecke arXiv preprint arXiv:2402.04906, 2024 | 1 | 2024 |
| Pathogen-based target attainment of optimized continuous infusion dosing regimens of piperacillin-tazobactam and meropenem in surgical ICU patients: a prospective single center … T De Corte, J Verhaeghe, S Dhaese, S Van Vooren, J Boelens, ... Annals of Intensive Care 13 (1), 35, 2023 | | 2023 |
| Towards artificial intelligence as a decision support tool to combat AMR in the ICU T De Corte, J Verhaeghe, F Ongenae, S Van Hoecke, J De Waele ICU Management & Practice, 2023 | | 2023 |
| FEARS 2022 book of proceedings J van der Hooft, D Maes, R Iyer Kumar, N Van Den Bossche Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), 2022 | | 2022 |
| Exploring Preconditions for the Implementation of Artificial Intelligence-Based Clinical Decision Support Systems in the Intensive Care Unit–a Multicentric Mixed Methods Study T De Corte, L Van Maele, J Dietvorst, J Verhaeghe, A Vandendriessche, ... | | |
Sofie Van HoeckeAssociate professor, Ghent UniversityVerified email at ugent.be